2020 Virtual AIChE Annual Meeting

Session: Interactive Session: Data and Information Systems

Chair

Nicholson, B., Sandia National Laboratories

Presentations

08:00 AM

(339a) Fast, Efficient & Reliable Chemical Properties Estimation through a New Class of Software Tools
Kuprasertwong, N., Gani, R., Robin, A., Padungwatanaroj, O., Kumar Tula, A., Zhang, L., Areerat, S.
(339s) A Self-Labeled Deep Learning Method for Semi-Supervised Chemical Process Fault Diagnosis
Zhao, J., Zheng, S.
(339e) Systematic Multivariate Analysis (sMVA) Strategy for Improved Process Understanding of Industrial Biorefinery Processes with Applications in Fatty Acid Production
Nachtergaele, P., Thybaut, J., De Meester, S., Dewulf, J., Drijvers, D., Saeys, W.
(339m) Modeling the Impact of Environmental Toxicants on the Estrogen Receptor Using Combined Image-Analysis, Big-Data Analytics, and Machine-Learning
Ganesh, H. S., Beykal, B., Szafran, A. T., Stossi, F., Wright, F. A., Zhou, L., Mancini, M. A., Pistikopoulos, E.
(339c) Chemical Process Fault Diagnosis Approach Based on Graph Convolutional Network
Wu, D., Zhao, J.
(339h) Mechanism Discovery and Model Identification Using Genetic Feature Extraction and Statistical Testing
Sivaram, A., Chakraborty, A., Samavedham, L., Venkatasubramanian, V.
(339i) Development of AI Platform Based on Machine Learning for Separation Process
Park, H., Cho, H., Kim, J., Kwon, H., Moon, I.
(339j) Optimal Communication Topologies for Particle Swarm Optimization Under Hostile Environments
Mann, V., Sivaram, A., Das, L., Venkatasubramanian, V.
(339t) Early Identification of Process Deviation Based on the Statistical Feature of Prediction Residuals
Ma, F., Lin, D., Xu, M., Ji, C., Wang, J., Sun, W.
(339u) A Data-Driven Process Monitoring and Fault Diagnosis Method for Multi-State Industrial Process Operations
Ji, C., Ma, F., Sun, W.
(339f) Data-Driven Optimization of Integrated Planning and Scheduling Problems Under Demand Uncertainty
Beykal, B., Avraamidou, S., Pistikopoulos, E.
(339n) Machine Learning Models for Water Use Patterns Analysis in Small Rural Agricultural Communities for Informed Design and Deployment of Membrane-Based Water System
Bilal, M., Choi, J. Y., Rahardianto, A., Zhou, Y., Cohen, Y.
(339l) Development of Data Based Prediction Model for Yield and Composition of Distillate from Vdu Process
Yoon, Y. S., Lee, J. H.
(339p) Fault Detection and Diagnosis in Refinery Operations: A Case Study on Rotating Equipment and Continuous Catalytic Reforming Unit
Odabasi, C., Döloglu, P., Kusoglu, G., Yurttas, O., Urus, M., Kulahci, M., Palazoglu, A.
(339q) Supply Chain Monitoring Based on Principal Component Analysis
Wang, J., Swartz, C., Huang, K.